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Stochastic Computing: Techniques and Applications
Hardcover
Technology & EngineeringGeneral ComputersProbability & Statistics
ISBN13: 9783030037291
Publisher: Springer Nature
Published: Mar 4 2019
Pages: 215
Weight: 1.11
Height: 0.56 Width: 6.14 Depth: 9.21
Language: English
There are three main parts to this book. The first part, comprising Chapters 1 and 2, provides a history of the technical developments in stochastic computing and a tutorial overview of the field for both novice and seasoned stochastic computing researchers. In the second part, comprising Chapters 3 to 8, we review both well-established and emerging design approaches for stochastic computing systems, with a focus on accuracy, correlation, sequence generation, and synthesis. The last part, comprising Chapters 9 and 10, provides insights into applications in machine learning and error-control coding.
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